chernoff_bound: Calculates the chernoff bound simulations.
In martinelligor/shatteringdtR: Provide SLT Tools for 'rpart' and 'tree' to Study Decision Trees
Description
Usage
Arguments
Value
View source: R/chernoff_bound.R
Description
Calculates different values of shattering coefficient and delta,
varying # of samples to study the chernoff bound of SLT.
Usage
1
chernoff_bound(rpart.tree, n_experimentations, epsilon)
Arguments
rpart.tree
rpart.tree. A Decision tree generated by rpart package.
n_experimentations
int. The # of experimentations and samples to run.
epsilon
float. The epsilon to be used in the delta calculation.
Value
No return value, the function plots the chernoff bound.
martinelligor/shatteringdtR documentation built on March 13, 2021, 3:27 a.m.
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Description Usage Arguments Value
View source: R/chernoff_bound.R
Description
Calculates different values of shattering coefficient and delta, varying # of samples to study the chernoff bound of SLT.
Usage
1 | chernoff_bound(rpart.tree, n_experimentations, epsilon)
|
Arguments
rpart.tree |
rpart.tree. A Decision tree generated by rpart package. |
n_experimentations |
int. The # of experimentations and samples to run. |
epsilon |
float. The epsilon to be used in the delta calculation. |
Value
No return value, the function plots the chernoff bound.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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